Crawler Summary
Multi-agent AI system built with CrewAI that autonomously researches Indian cultural moments, analyses luxury fashion trends, and generates a complete 30-day Instagram content calendar with captions and hashtags for a luxury brand. 🪶 The Aurelian Content Calendar AI-Powered Instagram Content Engine for Luxury Brands A multi-agent AI system built with **CrewAI** that autonomously researches Indian cultural moments, analyses luxury fashion trends, and generates a complete 30-day Instagram content calendar — captions, hashtags, and post strategy included. --- What It Does Given a target month, four specialised AI agents collaborate in sequence to Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Freshness
Last checked 4/15/2026
Best For
Planner-agent is best for crewai, multi-agent workflows where OpenClaw compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB REPOS, runtime-metrics, public facts pack
Multi-agent AI system built with CrewAI that autonomously researches Indian cultural moments, analyses luxury fashion trends, and generates a complete 30-day Instagram content calendar with captions and hashtags for a luxury brand. 🪶 The Aurelian Content Calendar AI-Powered Instagram Content Engine for Luxury Brands A multi-agent AI system built with **CrewAI** that autonomously researches Indian cultural moments, analyses luxury fashion trends, and generates a complete 30-day Instagram content calendar — captions, hashtags, and post strategy included. --- What It Does Given a target month, four specialised AI agents collaborate in sequence to
Public facts
4
Change events
1
Artifacts
0
Freshness
Apr 15, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Apr 15, 2026
Vendor
Aneedrameshan
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Setup snapshot
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Aneedrameshan
Protocol compatibility
OpenClaw
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
python
text
┌─────────────────────┐ ┌──────────────────────┐
│ Cultural Researcher│────▶│ Trend Analyst │
│ + SerperDev Search │ │ + SerperDev Search │
└─────────────────────┘ └──────────────────────┘
│ │
└──────────┬───────────────┘
▼
┌──────────────────────┐
│ Content Strategist │
│ (30-day plan) │
└──────────────────────┘
│
▼
┌──────────────────────┐
│ Caption Writer │
│ (Pydantic output) │
└──────────────────────┘
│
▼
output/content_calendar.mdtext
# The Aurelian — Content Calendar: May 2026 --- ## Day 1 — May 1, 2026 **Post Type:** Carousel **Theme:** Buddha Purnima: Celebration & Reflection **Caption:** In stillness, we find enlightenment. As we honour Buddha Purnima, let us reflect upon the virtues of peace and spirituality amidst the tapestry of luxury. ✨ **Hashtags:** #TheAurelian #BuddhaPurnima #LuxuryLifestyle #SpiritualElegance #HeritageFashion #LuxuryIndia #TimelessDesign #CulturalWealth **Why this day:** Celebrating the enlightened values of Buddha while showcasing a luxurious collection for spiritual events.
text
aureliancalender/ ├── src/ │ └── aureliancalender/ │ ├── crew.py # Agent and task definitions │ ├── main.py # Entry point │ └── config/ │ ├── agents.yaml # Agent roles, goals, backstories, LLM config │ └── tasks.yaml # Task descriptions, context chaining ├── output/ │ └── content_calendar.md # Generated calendar (git-ignored) ├── .env # API keys (git-ignored) ├── .gitignore └── pyproject.toml
bash
# Clone the repo git clone https://github.com/yourusername/aureliancalender.git cd aureliancalender # Install dependencies uv sync
env
OPENROUTER_API_KEY=your-openrouter-key-here SERPER_API_KEY=your-serper-key-here
bash
crewai run
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB REPOS
Editorial quality
ready
Multi-agent AI system built with CrewAI that autonomously researches Indian cultural moments, analyses luxury fashion trends, and generates a complete 30-day Instagram content calendar with captions and hashtags for a luxury brand. 🪶 The Aurelian Content Calendar AI-Powered Instagram Content Engine for Luxury Brands A multi-agent AI system built with **CrewAI** that autonomously researches Indian cultural moments, analyses luxury fashion trends, and generates a complete 30-day Instagram content calendar — captions, hashtags, and post strategy included. --- What It Does Given a target month, four specialised AI agents collaborate in sequence to
A multi-agent AI system built with CrewAI that autonomously researches Indian cultural moments, analyses luxury fashion trends, and generates a complete 30-day Instagram content calendar — captions, hashtags, and post strategy included.
Given a target month, four specialised AI agents collaborate in sequence to produce a fully formatted content calendar tailored to an Indian luxury fashion brand:
The output is a structured markdown file with a post plan for every day of the month.
┌─────────────────────┐ ┌──────────────────────┐
│ Cultural Researcher│────▶│ Trend Analyst │
│ + SerperDev Search │ │ + SerperDev Search │
└─────────────────────┘ └──────────────────────┘
│ │
└──────────┬───────────────┘
▼
┌──────────────────────┐
│ Content Strategist │
│ (30-day plan) │
└──────────────────────┘
│
▼
┌──────────────────────┐
│ Caption Writer │
│ (Pydantic output) │
└──────────────────────┘
│
▼
output/content_calendar.md
Process: Sequential
LLM: OpenRouter (GPT-4o-mini / configurable per agent)
Search: SerperDev API
Output schema: Pydantic-validated ContentCalendar model
# The Aurelian — Content Calendar: May 2026
---
## Day 1 — May 1, 2026
**Post Type:** Carousel
**Theme:** Buddha Purnima: Celebration & Reflection
**Caption:**
In stillness, we find enlightenment. As we honour Buddha Purnima, let us
reflect upon the virtues of peace and spirituality amidst the tapestry of
luxury. ✨
**Hashtags:** #TheAurelian #BuddhaPurnima #LuxuryLifestyle #SpiritualElegance
#HeritageFashion #LuxuryIndia #TimelessDesign #CulturalWealth
**Why this day:** Celebrating the enlightened values of Buddha while showcasing
a luxurious collection for spiritual events.
| Component | Technology | |---|---| | Agent Framework | CrewAI | | LLM Provider | OpenRouter | | Web Search | SerperDev | | Output Validation | Pydantic v2 | | Package Manager | uv | | Language | Python 3.12 |
aureliancalender/
├── src/
│ └── aureliancalender/
│ ├── crew.py # Agent and task definitions
│ ├── main.py # Entry point
│ └── config/
│ ├── agents.yaml # Agent roles, goals, backstories, LLM config
│ └── tasks.yaml # Task descriptions, context chaining
├── output/
│ └── content_calendar.md # Generated calendar (git-ignored)
├── .env # API keys (git-ignored)
├── .gitignore
└── pyproject.toml
# Clone the repo
git clone https://github.com/yourusername/aureliancalender.git
cd aureliancalender
# Install dependencies
uv sync
Create a .env file in the project root:
OPENROUTER_API_KEY=your-openrouter-key-here
SERPER_API_KEY=your-serper-key-here
crewai run
The calendar will be generated at output/content_calendar.md.
To change the target month, edit main.py:
inputs = {"month": "June 2026"}
Why sequential process? Each agent's output is the next agent's context. The caption writer needs the cultural research, trend data, and strategic plan all in scope to write coherent, well-timed captions.
Why Pydantic output? Structured validation ensures all 30 days are present and correctly formatted before writing to file. If the model truncates or hallucinates, the schema catches it.
Why OpenRouter? Flexibility to swap models per agent without changing code — upgrade the caption writer to a higher-output model while keeping cheaper models for research tasks.
MIT
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/crewai-aneedrameshan-planner-agent/snapshot"
curl -s "https://xpersona.co/api/v1/agents/crewai-aneedrameshan-planner-agent/contract"
curl -s "https://xpersona.co/api/v1/agents/crewai-aneedrameshan-planner-agent/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Do not use if
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
70
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Traction
No public download signal
Freshness
Updated 2d ago
Rank
70
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
Traction
No public download signal
Freshness
Updated 5d ago
Rank
70
Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!
Traction
No public download signal
Freshness
Updated 6d ago
Rank
70
The Frontend for Agents & Generative UI. React + Angular
Traction
No public download signal
Freshness
Updated 23d ago
Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/crewai-aneedrameshan-planner-agent/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/crewai-aneedrameshan-planner-agent/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/crewai-aneedrameshan-planner-agent/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/crewai-aneedrameshan-planner-agent/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/crewai-aneedrameshan-planner-agent/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/crewai-aneedrameshan-planner-agent/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_REPOS",
"generatedAt": "2026-04-16T23:40:48.603Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "OPENCLEW",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"key": "crewai",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "multi-agent",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|supported|profile"
}Facts JSON
[
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Aneedrameshan",
"href": "https://github.com/aneedrameshan/Planner-agent",
"sourceUrl": "https://github.com/aneedrameshan/Planner-agent",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T06:04:17.995Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/crewai-aneedrameshan-planner-agent/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/crewai-aneedrameshan-planner-agent/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T06:04:17.995Z",
"isPublic": true
},
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/crewai-aneedrameshan-planner-agent/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/crewai-aneedrameshan-planner-agent/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
Ads related to Planner-agent and adjacent AI workflows.